List your company
ResearchFormerly WizWand

Adversarial Attack Transferability on ImageNet Target IncV4 5000 images (val)

75.05Attack Success RateRFA+SGM
11.287627.841344.39560.9487Oct 11, 2024
Updated 8mo ago

Evaluation results

MethodLinks
RFA+SGMSource Model=ResNet-50, Attack Category=Parameter-related2024.1075.05
MFAA+SGMSource Model=ResNet-50, Attack Category=Feature-related2024.1069.46
RFA+MUPSource Model=ResNet-50, Attack Category=Parameter-related2024.1068.58
RFASource Model=ResNet-50, Attack Category=Parameter-related2024.1066.46
MFAA+MUPSource Model=ResNet-50, Attack Category=Feature-related2024.1058.89
MFAASource Model=ResNet-50, Attack Category=Feature-related2024.1057.13
SIA+SGMSource Model=ResNet-50, Attack Category=Augmentation-related2024.1053.1
SMI-FRSM+SGMSource Model=ResNet-50, Attack Category=Gradient-related2024.1050.09
SIASource Model=ResNet-50, Attack Category=Augmentation-related2024.1042.42
SMI-FRSM+MUPSource Model=ResNet-50, Attack Category=Gradient-related2024.1042.37
SIA+MUPSource Model=ResNet-50, Attack Category=Augmentation-related2024.1041.92
SMI-FRSMSource Model=ResNet-50, Attack Category=Gradient-related2024.1038.93
PGD+SGMSource Model=ResNet-50, Attack Category=White-box2024.1026.98
PGD+MUPSource Model=ResNet-50, Attack Category=White-box2024.1015.51
PGDSource Model=ResNet-50, Attack Category=White-box2024.1013.74